Title :
Command-based iterative learning control for compensation of servo lag and friction effects
Author :
Tsai, Meng-Shiun ; Lin, Ming-Tzong ; Yau, Hong-Tzong
Author_Institution :
Dept. of Mech. Eng., Nat. Chung Chen Univ., Chia-Yi
Abstract :
A command-based iterative learning control (ILC) architecture is proposed to compensate for friction effect and to reduce tracking error caused by servo lag. The proposed methodology utilizes the learning algorithm which updates the input commands based on the tracking errors from the previous machining process. It is shown that, for tracking a circle, the quadrant protrusions caused by friction can be reduced substantially by the updated command containing a concave shape located at the crossing of the zero velocity. Finally, analytical simulation and experimental results demonstrate that the command-based ILC algorithm can enhance the tracking performance significantly
Keywords :
adaptive control; friction; iterative methods; learning systems; servomechanisms; command-based iterative learning control; friction effects; quadrant protrusions; servo lag; tracking error; Algorithm design and analysis; Convergence; Error correction; Friction; Iterative algorithms; Machining; Mechanical engineering; Servomechanisms; Servosystems; Transfer functions;
Conference_Titel :
Advanced Intelligent Mechatronics. Proceedings, 2005 IEEE/ASME International Conference on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-9047-4
DOI :
10.1109/AIM.2005.1511133